Concepedia

Iterative Maximum Likelihood Algorithms

Iterative Maximum Likelihood Algorithms is a computational methodology within statistical inference that iteratively refines parameter estimates to maximize the likelihood function through successive approximations, distinguishing itself from closed-form solutions by its reliance on stepwise convergence to the optimal estimate.

367

Publications

29K

Citations

859

Authors

418

Institutions

Publications per year

2017–2026

32

Parents

Publications

367

Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems

David A. Harville · Journal of the American Statistical Association · 1977 · 2.5K citations

, , +16

A Tutorial on MM Algorithms

David R. Hunter, Kenneth Lange · The American Statistician · 2004 · 1.8K citations

, , +17

Iteratively Reweighted Least Squares for Maximum Likelihood Estimation, and Some Robust and Resistant Alternatives

P. J. Green · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1984 · 696 citations

, , +17

Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems

David A. Harville · Journal of the American Statistical Association · 1977 · 595 citations

, , +16

A Method for Computing Profile-Likelihood-Based Confidence Intervals

David Venzon, Suresh H. Moolgavkar · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1988 · 567 citations

, , +17

1–5 of 367

Authors

859

  1. AH
    Albert H. Moore

    U.S. Air Force Institute of Technology, United States

    7 publications · 588 citations

    7

    h-index

  2. HL
    H. Leon Harter

    Wright-Patterson Air Force Base, United States

    6 publications · 576 citations

    6

    h-index

  3. KL
    Kenneth Lange

    University of California, Los Angeles, United States

    5 publications · 2.1K citations

    5

    h-index

  4. AW
    A.J. Weiss

    Tel Aviv University, Israel

    4 publications · 359 citations

    4

    h-index

  5. AF
    Andreas F. Molisch

    University of Southern California, United States

    4 publications · 176 citations

    4

    h-index

1–5 of 859

Institutions

418

  1. University of Southern California

    Los Angeles, United States

    9 h-index

    23 publications

    1.3K citations

  2. University of California, Berkeley

    Berkeley, United States

    8 h-index

    24 publications

    2.6K citations

  3. Harvard University

    Cambridge, United States

    7 h-index

    8 publications

    843 citations

  4. University of Utah

    Salt Lake City, United States

    6 h-index

    8 publications

    506 citations

  5. Tel Aviv University

    Tel Aviv, Israel

    6 h-index

    8 publications

    267 citations

  6. University of Washington

    Seattle, United States

    6 h-index

    7 publications

    1K citations

  7. University of Massachusetts Chan Medical School

    Worcester, United States

    5 h-index

    10 publications

    388 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    11 publications

    430 citations

1–8 of 418

Venues

  1. IEEE Transactions on Signal Processing

    28 publications · 1.5K citations

    22

    h-index

  2. Journal of the American Statistical Association

    21 publications · 4.7K citations

    20

    h-index

  3. Technometrics

    10 publications · 1.3K citations

    10

    h-index

  4. IEEE Transactions on Medical Imaging

    10 publications · 1K citations

    10

    h-index

  5. IEEE Transactions on Nuclear Science

    9 publications · 588 citations

    9

    h-index

1–5